AI & Machine Learning Services for Molesworth Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Molesworth or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Molesworth services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Molesworth or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that meet the unique needs of businesses across Molesworth, Victoria, Australia. With years of experience, we've developed a deep understanding of the local landscape, enabling us to provide tailored support that drives growth and success. Operating throughout Australia, including in Molesworth, Victoria, Australia, our team is dedicated to engineering excellence, leveraging cutting-edge expertise to develop products and solutions that exceed customer expectations. By partnering with COLETEK, businesses like yours can tap into our collective knowledge and capabilities, ensuring the reliability and quality of their operations. At COLETEK, we recognize that every business is unique, with its own set of challenges and opportunities. That's why we take a collaborative approach to engineering and product development, working closely with clients to understand their needs and develop solutions that meet those needs. This commitment to collaboration has earned us a trusted reputation across Molesworth, Victoria, Australia, as well as throughout the country. As a leading Australian engineering and product development company based in Molesworth, Victoria, Australia, we've developed a comprehensive understanding of the local business landscape, allowing us to provide tailored support that drives success. Our team is passionate about delivering exceptional results that set businesses apart from their competitors, and our commitment to quality, reliability, and innovation has earned us a trusted reputation throughout the region. So why partner with COLETEK for your engineering and product development needs? By working together, we can help you realize your vision, overcome challenges, and unlock new opportunities. Whether you're looking to improve operational efficiency, develop new products, or enhance customer experiences, our team is dedicated to delivering exceptional results that exceed expectations.